Finetuning Unlocks the Books That Were Always There

A paper from Columbia and UW shows that finetuning frontier models on plot-summary expansions — no actual book text in training — triggers verbatim recall of 85–90% of held-out copyrighted novels. The result generalizes across authors and across providers, and directly challenges the argument that safety alignment serves as adequate copyright protection.

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